Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001941

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001942

distance 0.088

#2 · Gondiacell 4760001560

distance 0.159 · cross-district

#3 · Bhandaracell 4710001626

distance 0.165

#4 · Gondiacell 4760001707

distance 0.165 · cross-district

#5 · Bhandaracell 4710001525

distance 0.175

#6 · Bhandaracell 4710001999

distance 0.178

#7 · Bhandaracell 4710001998

distance 0.179

#8 · Bhandaracell 4710001462

distance 0.183

#9 · Bhandaracell 4710001385

distance 0.184

#10 · Bhandaracell 4710001412

distance 0.184

#11 · Bhandaracell 4710002739

distance 0.185

#12 · Nagpurcell 4840006257

distance 0.191 · cross-district

#13 · Bhandaracell 4710001570

distance 0.192

#14 · Bhandaracell 4710002055

distance 0.192

#15 · Gondiacell 4760001708

distance 0.194 · cross-district

#16 · Bhandaracell 4710001476

distance 0.196

#17 · Bhandaracell 4710001786

distance 0.199

#18 · Nagpurcell 4840004539

distance 0.201 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710001941}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.